## # A tibble: 6 x 21
## rank major_code major total men women major_category share_women
## <int> <int> <chr> <int> <int> <int> <chr> <dbl>
## 1 1 2419 PETR… 2339 2057 282 Engineering 0.121
## 2 2 2416 MINI… 756 679 77 Engineering 0.102
## 3 3 2415 META… 856 725 131 Engineering 0.153
## 4 4 2417 NAVA… 1258 1123 135 Engineering 0.107
## 5 5 2405 CHEM… 32260 21239 11021 Engineering 0.342
## 6 6 2418 NUCL… 2573 2200 373 Engineering 0.145
## # … with 13 more variables: sample_size <int>, employed <int>,
## # full_time <int>, part_time <int>, full_time_year_round <int>,
## # unemployed <int>, unemployment_rate <dbl>, median <int>, p25th <int>,
## # p75th <int>, college_jobs <int>, non_college_jobs <int>,
## # low_wage_jobs <int>
## # A tibble: 6 x 9
## rank major_code major major_category total men women share_women
## <int> <int> <chr> <chr> <int> <int> <int> <dbl>
## 1 1 2419 PETR… Engineering 2339 2057 282 0.121
## 2 2 2416 MINI… Engineering 756 679 77 0.102
## 3 3 2415 META… Engineering 856 725 131 0.153
## 4 4 2417 NAVA… Engineering 1258 1123 135 0.107
## 5 5 2418 NUCL… Engineering 2573 2200 373 0.145
## 6 6 2405 CHEM… Engineering 32260 21239 11021 0.342
## # … with 1 more variable: median <int>
## # A tibble: 173 x 4
## major median p25th p75th
## <chr> <int> <int> <int>
## 1 PETROLEUM ENGINEERING 110000 95000 125000
## 2 MINING AND MINERAL ENGINEERING 75000 55000 90000
## 3 METALLURGICAL ENGINEERING 73000 50000 105000
## 4 NAVAL ARCHITECTURE AND MARINE ENGINEERING 70000 43000 80000
## 5 CHEMICAL ENGINEERING 65000 50000 75000
## 6 NUCLEAR ENGINEERING 65000 50000 102000
## 7 ACTUARIAL SCIENCE 62000 53000 72000
## 8 ASTRONOMY AND ASTROPHYSICS 62000 31500 109000
## 9 MECHANICAL ENGINEERING 60000 48000 70000
## 10 ELECTRICAL ENGINEERING 60000 45000 72000
## # … with 163 more rows
## # A tibble: 1 x 1
## `mean(median)`
## <dbl>
## 1 40151.
## # A tibble: 1 x 1
## `mean(unemployment_rate_percentage)`
## <dbl>
## 1 0.0682
## # A tibble: 6 x 21
## rank major_code major total men women major_category share_women
## <int> <int> <chr> <int> <int> <int> <chr> <dbl>
## 1 1 2419 PETR… 2339 2057 282 Engineering 0.121
## 2 2 2416 MINI… 756 679 77 Engineering 0.102
## 3 3 2415 META… 856 725 131 Engineering 0.153
## 4 4 2417 NAVA… 1258 1123 135 Engineering 0.107
## 5 5 2405 CHEM… 32260 21239 11021 Engineering 0.342
## 6 6 2418 NUCL… 2573 2200 373 Engineering 0.145
## # … with 13 more variables: sample_size <int>, employed <int>,
## # full_time <int>, part_time <int>, full_time_year_round <int>,
## # unemployed <int>, unemployment_rate <dbl>, median <int>, p25th <int>,
## # p75th <int>, college_jobs <int>, non_college_jobs <int>,
## # low_wage_jobs <int>
## # A tibble: 6 x 9
## rank major_code major major_category total men women share_women
## <int> <int> <chr> <chr> <int> <int> <int> <dbl>
## 1 1 2419 PETR… Engineering 2339 2057 282 0.121
## 2 2 2416 MINI… Engineering 756 679 77 0.102
## 3 3 2415 META… Engineering 856 725 131 0.153
## 4 4 2417 NAVA… Engineering 1258 1123 135 0.107
## 5 5 2418 NUCL… Engineering 2573 2200 373 0.145
## 6 6 2405 CHEM… Engineering 32260 21239 11021 0.342
## # … with 1 more variable: median <int>
| College Major | Median Salary | Percent Women Employed | Percent Men Employed |
|---|---|---|---|
| Engineering | |||
| BIOMEDICAL ENGINEERING | 60000 | 0.43784687 | 0.56215313 |
| ARCHITECTURE | 40000 | 0.45146489 | 0.54853511 |
| MINING AND MINERAL ENGINEERING | 75000 | 0.10185185 | 0.89814815 |
| MECHANICAL ENGINEERING RELATED TECHNOLOGIES | 40000 | 0.07745303 | 0.92254697 |
| Physical Sciences | |||
| NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES | 46000 | 0.75047259 | 0.24952741 |
| OCEANOGRAPHY | 44700 | 0.68899917 | 0.31100083 |
| PHYSICS | 45000 | 0.28193641 | 0.71806359 |
| ATMOSPHERIC SCIENCES AND METEOROLOGY | 35000 | 0.32129607 | 0.67870393 |
| Computers & Mathematics | |||
| MATHEMATICS | 45000 | 0.44809868 | 0.55190132 |
| STATISTICS AND DECISION SCIENCE | 45000 | 0.52647576 | 0.47352424 |
| MATHEMATICS AND COMPUTER SCIENCE | 42000 | 0.17898194 | 0.82101806 |
| COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY | 37500 | 0.18088272 | 0.81911728 |
| Biology & Life Science | |||
| PHARMACOLOGY | 45000 | 0.70771850 | 0.29228150 |
| NEUROSCIENCE | 35000 | 0.63814682 | 0.36185318 |
| GENETICS | 40000 | 0.51554333 | 0.48445667 |
| BIOCHEMICAL SCIENCES | 37400 | 0.51540645 | 0.48459355 |
| Health | |||
| MEDICAL ASSISTING SERVICES | 42000 | 0.92780725 | 0.07219275 |
| COMMUNICATION DISORDERS SCIENCES AND SERVICES | 28000 | 0.96799812 | 0.03200188 |
| PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION | 40000 | 0.63071632 | 0.36928368 |
| HEALTH AND MEDICAL PREPARATORY PROGRAMS | 33500 | 0.56664050 | 0.43335950 |